Data Scientist · Algiers, Algeria
Hana Yasmine
Data Engineer & AI Builder focused on Automation, Analytics systems, and turning data into clear Business decisions.
Behind every dataset, there is a story trying to be understood. I help it surface clearly, without noise or confusion.
Skills
Languages
Data Engineering
Machine Learning
Data & Visualization
Automation & Tools
Concepts
Selected Work
Built a deep learning system that predicts medical indications from molecular combinations stored in structured datasets. The project focused on transforming raw biomedical data into a trained neural network capable of automated prediction and classification.
Built an automated system that processes pharmaceutical datasets and generates structured insights at multiple levels, including global trends, city-level breakdowns, and individual analysis, with automatic Excel report generation.
Developed a web-based system to manage supplier data, enabling creation, updates, and deletion of supplier records. The application integrates a structured SQL database with a Java EE backend to ensure reliable data handling.
Built an intelligent matching tool to link pharmacy records across multiple datasets using NLP, fuzzy matching, and geospatial signals. The system improves data consistency by detecting duplicates, uncertain matches, and aligning records across sources with minimal manual intervention.
Built a set of Python automation scripts to sync and update a SQL Server database from structured Excel templates. The system standardizes client, hierarchy, and territory data updates while reducing manual errors in recurring data integration workflows.
Designed and structured a unified account system to consolidate fragmented client and pharmacy data into a single reliable source of truth. The project focuses on deduplication, data enrichment, and automated synchronization between SaaS inputs and a centralized universal database.
Built a reporting system to track key marketplace KPIs and support compliance requirements for e-commerce licensing. The solution aggregates transactional and operational data into validated metrics exposed through a web report and API layer.
Developed an automated quality control reporting system to detect anomalies and data inconsistencies in panel datasets. The solution reduces manual QC effort and provides interactive dashboards for exploring data quality issues in real time.
Built an image analysis pipeline using OpenAI vision models to extract structured insights from pharmacy images via public URLs. The system identifies objects, reads text (OCR), and classifies visual content to support large-scale pharmaceutical data enrichment.
Designed and managed a full e-commerce data system, transforming a completely unstructured environment into a structured platform for products and users. The system improved data visibility, consistency, and operational efficiency, enabling faster decision-making and better data control across the platform.
Experience
October 2022 — Present
Sanisphere – POC Pharma
Developed and delivered data solutions using Python, SQL, and R to answer business needs. Worked on data cleaning, exploratory analysis, NLP tasks, automation of Excel reporting, and data model design. Also contributed to automation of ETL pipelines and recurring data workflows.
September 2024 — February 2025
Dats Connexion
Built, tested, and optimized data pipelines and analytics solutions. Improved data flow reliability and ensured data quality across multiple sources. Contributed to the design and maintenance of scalable data processing workflows.
February 2022 — September 2022
Bank of Algeria
Developed a web application for supplier management using JEE and SQL. Worked on backend logic, database integration, and application features to support internal operations.
January 2021 — January 2022
CERIST
Developed a VOD platform using Python, Bash, and MediaCMS. Delivered training sessions in Python for state executives. Worked on infrastructure-related skills including Docker and Kolla-Ansible, and system deployments.
February 2020 — November 2020
Self-employed
Assisted in teaching LaTeX for scientific writing. Built a standalone ML application for medical data classification. Worked on data processing and classification using Python and R. Automated Excel-based reporting and calculation workflows.
Beyond Work
I write stories mostly, and sometimes serious texts
I like to write so logically reading is a must
Outside of playing games, I like to understand how they were made: story, design and logic
It's important to take care of the nature we live in
I enjoy listening to music and sometimes learning how create it
Contact
About
Data scientist with more thn 6 years of experience, I design and deploy real solutions: ML models, tasks automations, robust pipelines, BI dashboards. My role is to understand both technical and business parts. I won't deliver empty models: only what's real and with measurable results. Available for remote, French, English and Arabic speaking environments. What interests me is to join an ambitious team, invest and build something valuable and durable.